{"id":"W2536270877","doi":"10.1097/pas.0000000000000757","title":"Uterine Serous Carcinomas Frequently Metastasize to the Fallopian Tube and Can Mimic Serous Tubal Intraepithelial Carcinoma","year":2016,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Fallopian tube; Serous carcinoma; Carcinosarcoma; Serous fluid; Medicine; Pathology; Lymphovascular invasion; Carcinoma; Gynecology; Cancer; Internal medicine; Ovarian cancer; Metastasis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004493311,0.0003354449,0.0002897089,0.00124264,0.0002227385,0.0003909613,0.0002699595,0.0004011266,0.001212303],"category_scores_gemma":[0.003211773,0.0003019468,0.0001983472,0.0008831657,0.0004527507,0.0004087273,0.0003705093,0.0001775563,0.0005053913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001543862,"about_ca_system_score_gemma":0.0001667534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007180168,"about_ca_topic_score_gemma":0.001737823,"domain_scores_codex":[0.9997476,0.00006890068,0.00003565729,0.00002951425,0.00005196553,0.00006638389],"domain_scores_gemma":[0.9988796,0.0003142015,0.0004596861,0.0001647271,0.00006971434,0.000112108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002060093,0.00002715421,0.9371657,0.00009161374,0.0000364269,0.03831266,0.0002511867,0.000196017,0.00892878,0.0001313711,0.0001812935,0.01447179],"study_design_scores_gemma":[0.00002437949,0.000212114,0.6838025,0.0000579444,0.00008250496,0.3071231,0.0004981766,0.001108002,0.003891849,0.0003440281,0.002838881,0.00001649246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995715,0.002461884,0.0005739547,0.00003075845,0.000007133552,0.00001795194,0.00006208074,0.00003402215,0.001097252],"genre_scores_gemma":[0.9987313,0.000648593,0.0004134871,0.00001586417,0.00001454424,0.000004427058,0.00005735044,0.000003327424,0.0001111204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00124264,"threshold_uncertainty_score":0.00405556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01506497337866594,"score_gpt":0.2709382721011389,"score_spread":0.2558732987224729,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}